{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9705aa81",
   "metadata": {},
   "source": [
    "# 参数扫描"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "035c3108",
   "metadata": {},
   "source": [
    "## 导入数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "b5cbdcd8-4296-41ac-986a-829c26605723",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>mh</th>\n",
       "      <th>mH</th>\n",
       "      <th>mA</th>\n",
       "      <th>mch</th>\n",
       "      <th>tb</th>\n",
       "      <th>cba</th>\n",
       "      <th>m12_2</th>\n",
       "      <th>cross</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>113.40</td>\n",
       "      <td>125.0</td>\n",
       "      <td>110.00</td>\n",
       "      <td>111.20</td>\n",
       "      <td>21.87</td>\n",
       "      <td>0.996461</td>\n",
       "      <td>564.6</td>\n",
       "      <td>0.149147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>104.10</td>\n",
       "      <td>125.0</td>\n",
       "      <td>99.51</td>\n",
       "      <td>103.30</td>\n",
       "      <td>35.59</td>\n",
       "      <td>0.999993</td>\n",
       "      <td>299.8</td>\n",
       "      <td>0.210968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>102.80</td>\n",
       "      <td>125.0</td>\n",
       "      <td>94.08</td>\n",
       "      <td>101.50</td>\n",
       "      <td>20.60</td>\n",
       "      <td>0.999984</td>\n",
       "      <td>498.8</td>\n",
       "      <td>0.238861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>111.70</td>\n",
       "      <td>125.0</td>\n",
       "      <td>88.31</td>\n",
       "      <td>110.70</td>\n",
       "      <td>20.31</td>\n",
       "      <td>0.995598</td>\n",
       "      <td>602.3</td>\n",
       "      <td>0.222047</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>119.00</td>\n",
       "      <td>125.0</td>\n",
       "      <td>93.66</td>\n",
       "      <td>116.90</td>\n",
       "      <td>20.15</td>\n",
       "      <td>0.999999</td>\n",
       "      <td>676.3</td>\n",
       "      <td>0.179080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5993</th>\n",
       "      <td>102.00</td>\n",
       "      <td>125.0</td>\n",
       "      <td>119.80</td>\n",
       "      <td>101.60</td>\n",
       "      <td>50.57</td>\n",
       "      <td>0.999369</td>\n",
       "      <td>204.2</td>\n",
       "      <td>0.153601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5994</th>\n",
       "      <td>112.80</td>\n",
       "      <td>125.0</td>\n",
       "      <td>100.40</td>\n",
       "      <td>112.60</td>\n",
       "      <td>29.62</td>\n",
       "      <td>0.998130</td>\n",
       "      <td>427.9</td>\n",
       "      <td>0.177486</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5995</th>\n",
       "      <td>103.60</td>\n",
       "      <td>125.0</td>\n",
       "      <td>119.70</td>\n",
       "      <td>102.20</td>\n",
       "      <td>25.33</td>\n",
       "      <td>0.999997</td>\n",
       "      <td>411.8</td>\n",
       "      <td>0.150193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5996</th>\n",
       "      <td>95.83</td>\n",
       "      <td>125.0</td>\n",
       "      <td>110.70</td>\n",
       "      <td>95.66</td>\n",
       "      <td>43.56</td>\n",
       "      <td>0.999996</td>\n",
       "      <td>209.9</td>\n",
       "      <td>0.199629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5997</th>\n",
       "      <td>114.80</td>\n",
       "      <td>125.0</td>\n",
       "      <td>116.20</td>\n",
       "      <td>114.80</td>\n",
       "      <td>34.22</td>\n",
       "      <td>0.999997</td>\n",
       "      <td>384.7</td>\n",
       "      <td>0.132933</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5998 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          mh     mH      mA     mch     tb       cba  m12_2     cross\n",
       "0     113.40  125.0  110.00  111.20  21.87  0.996461  564.6  0.149147\n",
       "1     104.10  125.0   99.51  103.30  35.59  0.999993  299.8  0.210968\n",
       "2     102.80  125.0   94.08  101.50  20.60  0.999984  498.8  0.238861\n",
       "3     111.70  125.0   88.31  110.70  20.31  0.995598  602.3  0.222047\n",
       "4     119.00  125.0   93.66  116.90  20.15  0.999999  676.3  0.179080\n",
       "...      ...    ...     ...     ...    ...       ...    ...       ...\n",
       "5993  102.00  125.0  119.80  101.60  50.57  0.999369  204.2  0.153601\n",
       "5994  112.80  125.0  100.40  112.60  29.62  0.998130  427.9  0.177486\n",
       "5995  103.60  125.0  119.70  102.20  25.33  0.999997  411.8  0.150193\n",
       "5996   95.83  125.0  110.70   95.66  43.56  0.999996  209.9  0.199629\n",
       "5997  114.80  125.0  116.20  114.80  34.22  0.999997  384.7  0.132933\n",
       "\n",
       "[5998 rows x 8 columns]"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "file_names = []\n",
    "file_names.append(\"../Data/4tau_scan_full_data/param_card_total.dat\")\n",
    "file_names.append(\"../Data/4tau_scan_full_data/param_card_total_1_3000.dat\")\n",
    "df_dat = []\n",
    "for file_name in file_names:\n",
    "    df_tmp = pd.read_csv(file_name)\n",
    "    df_dat.append(df_tmp)\n",
    "df = pd.concat(df_dat)\n",
    "df.reset_index(drop=True, inplace=True)\n",
    "df = df[['mh', 'mH', 'mA', 'mch', 'tb', 'cba', 'm12_2', 'cross']]\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "032fc26f",
   "metadata": {},
   "source": [
    "## 作图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "42605667-421c-448b-b2f4-9ae41245ac95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='mh', ylabel='mA'>"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "df.plot.scatter(\"mh\",\"mA\", c=\"cross\",s=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "cdc4aa44",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='sba', ylabel='tb'>"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df[\"sba\"] = -np.sqrt(1-np.power(df[\"cba\"],2))\n",
    "df.plot.scatter(\"sba\",\"tb\", c=\"cross\", s = 1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47f8e1b8",
   "metadata": {},
   "source": [
    "## 选择 BPs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "099fd067",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>mh</th>\n",
       "      <th>mH</th>\n",
       "      <th>mA</th>\n",
       "      <th>mch</th>\n",
       "      <th>tb</th>\n",
       "      <th>cba</th>\n",
       "      <th>m12_2</th>\n",
       "      <th>cross</th>\n",
       "      <th>sba</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>98.47</td>\n",
       "      <td>125.0</td>\n",
       "      <td>107.50</td>\n",
       "      <td>97.58</td>\n",
       "      <td>21.70</td>\n",
       "      <td>0.995499</td>\n",
       "      <td>437.9</td>\n",
       "      <td>0.200174</td>\n",
       "      <td>-0.094770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>98.73</td>\n",
       "      <td>125.0</td>\n",
       "      <td>107.10</td>\n",
       "      <td>97.95</td>\n",
       "      <td>20.80</td>\n",
       "      <td>0.994937</td>\n",
       "      <td>460.2</td>\n",
       "      <td>0.200634</td>\n",
       "      <td>-0.100500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>96.59</td>\n",
       "      <td>125.0</td>\n",
       "      <td>109.50</td>\n",
       "      <td>96.18</td>\n",
       "      <td>35.85</td>\n",
       "      <td>0.998507</td>\n",
       "      <td>257.9</td>\n",
       "      <td>0.200671</td>\n",
       "      <td>-0.054629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>98.63</td>\n",
       "      <td>125.0</td>\n",
       "      <td>106.70</td>\n",
       "      <td>97.42</td>\n",
       "      <td>24.98</td>\n",
       "      <td>0.997437</td>\n",
       "      <td>379.3</td>\n",
       "      <td>0.203391</td>\n",
       "      <td>-0.071550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>96.87</td>\n",
       "      <td>125.0</td>\n",
       "      <td>108.40</td>\n",
       "      <td>96.04</td>\n",
       "      <td>32.77</td>\n",
       "      <td>0.997915</td>\n",
       "      <td>281.2</td>\n",
       "      <td>0.203595</td>\n",
       "      <td>-0.064540</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>96.75</td>\n",
       "      <td>125.0</td>\n",
       "      <td>96.27</td>\n",
       "      <td>95.99</td>\n",
       "      <td>34.07</td>\n",
       "      <td>0.998379</td>\n",
       "      <td>270.2</td>\n",
       "      <td>0.256277</td>\n",
       "      <td>-0.056921</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>99.49</td>\n",
       "      <td>125.0</td>\n",
       "      <td>93.52</td>\n",
       "      <td>98.94</td>\n",
       "      <td>35.52</td>\n",
       "      <td>0.998710</td>\n",
       "      <td>275.4</td>\n",
       "      <td>0.256441</td>\n",
       "      <td>-0.050769</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>96.19</td>\n",
       "      <td>125.0</td>\n",
       "      <td>96.59</td>\n",
       "      <td>95.36</td>\n",
       "      <td>26.81</td>\n",
       "      <td>0.997736</td>\n",
       "      <td>338.6</td>\n",
       "      <td>0.257122</td>\n",
       "      <td>-0.067249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>97.93</td>\n",
       "      <td>125.0</td>\n",
       "      <td>94.84</td>\n",
       "      <td>97.88</td>\n",
       "      <td>40.17</td>\n",
       "      <td>0.998568</td>\n",
       "      <td>238.3</td>\n",
       "      <td>0.257468</td>\n",
       "      <td>-0.053490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>97.50</td>\n",
       "      <td>125.0</td>\n",
       "      <td>94.74</td>\n",
       "      <td>96.78</td>\n",
       "      <td>20.48</td>\n",
       "      <td>0.995376</td>\n",
       "      <td>456.2</td>\n",
       "      <td>0.258684</td>\n",
       "      <td>-0.096050</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>84 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       mh     mH      mA    mch     tb       cba  m12_2     cross       sba\n",
       "0   98.47  125.0  107.50  97.58  21.70  0.995499  437.9  0.200174 -0.094770\n",
       "1   98.73  125.0  107.10  97.95  20.80  0.994937  460.2  0.200634 -0.100500\n",
       "2   96.59  125.0  109.50  96.18  35.85  0.998507  257.9  0.200671 -0.054629\n",
       "3   98.63  125.0  106.70  97.42  24.98  0.997437  379.3  0.203391 -0.071550\n",
       "4   96.87  125.0  108.40  96.04  32.77  0.997915  281.2  0.203595 -0.064540\n",
       "..    ...    ...     ...    ...    ...       ...    ...       ...       ...\n",
       "79  96.75  125.0   96.27  95.99  34.07  0.998379  270.2  0.256277 -0.056921\n",
       "80  99.49  125.0   93.52  98.94  35.52  0.998710  275.4  0.256441 -0.050769\n",
       "81  96.19  125.0   96.59  95.36  26.81  0.997736  338.6  0.257122 -0.067249\n",
       "82  97.93  125.0   94.84  97.88  40.17  0.998568  238.3  0.257468 -0.053490\n",
       "83  97.50  125.0   94.74  96.78  20.48  0.995376  456.2  0.258684 -0.096050\n",
       "\n",
       "[84 rows x 9 columns]"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_select = df[(df[\"tb\"]<50) & (df[\"cross\"]>0.2) & (df[\"mh\"]<100)  & (df[\"sba\"]<-0.05) ]\n",
    "df_select = df_select.sort_values(by=['cross'],na_position='first')\n",
    "df_select.reset_index(drop=True, inplace=True)\n",
    "df_select"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "d4bcecf2",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>mh</th>\n",
       "      <th>mH</th>\n",
       "      <th>mA</th>\n",
       "      <th>mch</th>\n",
       "      <th>tb</th>\n",
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       "      <th>1</th>\n",
       "      <td>98.73</td>\n",
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       "      <td>97.95</td>\n",
       "      <td>20.80</td>\n",
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       "      <td>96.59</td>\n",
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       "      <th>83</th>\n",
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       "      <td>94.74</td>\n",
       "      <td>96.78</td>\n",
       "      <td>20.48</td>\n",
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       "      <td>-0.096050</td>\n",
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       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>97.93</td>\n",
       "      <td>125.0</td>\n",
       "      <td>94.84</td>\n",
       "      <td>97.88</td>\n",
       "      <td>40.17</td>\n",
       "      <td>0.998568</td>\n",
       "      <td>238.3</td>\n",
       "      <td>0.257468</td>\n",
       "      <td>-0.053490</td>\n",
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       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       mh     mH      mA    mch     tb       cba  m12_2     cross       sba\n",
       "1   98.73  125.0  107.10  97.95  20.80  0.994937  460.2  0.200634 -0.100500\n",
       "2   96.59  125.0  109.50  96.18  35.85  0.998507  257.9  0.200671 -0.054629\n",
       "83  97.50  125.0   94.74  96.78  20.48  0.995376  456.2  0.258684 -0.096050\n",
       "82  97.93  125.0   94.84  97.88  40.17  0.998568  238.3  0.257468 -0.053490"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_select.iloc[[1,2,-1,-2]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "fdef94ef",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_select_sc = df[(df[\"tb\"]<50) & (df[\"cross\"]<0.15) & (df[\"mh\"]<100)  & (df[\"sba\"]<-0.05) ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "0c58903e",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>mh</th>\n",
       "      <th>mH</th>\n",
       "      <th>mA</th>\n",
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       "    <tr>\n",
       "      <th>4051</th>\n",
       "      <td>99.84</td>\n",
       "      <td>125.0</td>\n",
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      "text/plain": [
       "         mh     mH     mA    mch     tb       cba  m12_2     cross      sba\n",
       "4051  99.84  125.0  124.0  98.95  34.93  0.998161  280.1  0.147886 -0.06062"
      ]
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     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_select_sc.iloc[[1]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "cbce9668",
   "metadata": {},
   "outputs": [
    {
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       "      <td>-0.100500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>96.59</td>\n",
       "      <td>125.0</td>\n",
       "      <td>109.50</td>\n",
       "      <td>96.18</td>\n",
       "      <td>35.85</td>\n",
       "      <td>0.998507</td>\n",
       "      <td>257.9</td>\n",
       "      <td>0.200671</td>\n",
       "      <td>-0.054629</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>97.50</td>\n",
       "      <td>125.0</td>\n",
       "      <td>94.74</td>\n",
       "      <td>96.78</td>\n",
       "      <td>20.48</td>\n",
       "      <td>0.995376</td>\n",
       "      <td>456.2</td>\n",
       "      <td>0.258684</td>\n",
       "      <td>-0.096050</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>97.93</td>\n",
       "      <td>125.0</td>\n",
       "      <td>94.84</td>\n",
       "      <td>97.88</td>\n",
       "      <td>40.17</td>\n",
       "      <td>0.998568</td>\n",
       "      <td>238.3</td>\n",
       "      <td>0.257468</td>\n",
       "      <td>-0.053490</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
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       "      <td>124.00</td>\n",
       "      <td>98.95</td>\n",
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       "      <td>280.1</td>\n",
       "      <td>0.147886</td>\n",
       "      <td>-0.060620</td>\n",
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       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      mh     mH      mA    mch     tb       cba  m12_2     cross       sba\n",
       "0  98.73  125.0  107.10  97.95  20.80  0.994937  460.2  0.200634 -0.100500\n",
       "1  96.59  125.0  109.50  96.18  35.85  0.998507  257.9  0.200671 -0.054629\n",
       "2  97.50  125.0   94.74  96.78  20.48  0.995376  456.2  0.258684 -0.096050\n",
       "3  97.93  125.0   94.84  97.88  40.17  0.998568  238.3  0.257468 -0.053490\n",
       "4  99.84  125.0  124.00  98.95  34.93  0.998161  280.1  0.147886 -0.060620"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_final = pd.concat([df_select.iloc[[1,2,-1,-2]],df_select_sc.iloc[[1]] ])\n",
    "df_final.reset_index(drop=True, inplace=True)\n",
    "df_final"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "5a9fad09",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_final.to_csv(\"bps.csv\",sep=' ',header=True, encoding='utf_8_sig', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "b5d98e5e",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_final[\"cross\"] = df_final[\"cross\"] *1000\n",
    "df_final[[\"mh\",\"mA\", \"mch\", \"sba\", \"tb\", \"cross\"]].to_latex(\"text.tex\", float_format=\"{:0.2f}\".format, index_names=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "03ed3291",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>200.634144</td>\n",
       "      <td>-0.100500</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>96.59</td>\n",
       "      <td>125.0</td>\n",
       "      <td>109.50</td>\n",
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       "      <td>200.670972</td>\n",
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       "      <th>2</th>\n",
       "      <td>97.50</td>\n",
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       "      <td>94.74</td>\n",
       "      <td>96.78</td>\n",
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       "      <th>3</th>\n",
       "      <td>97.93</td>\n",
       "      <td>125.0</td>\n",
       "      <td>94.84</td>\n",
       "      <td>97.88</td>\n",
       "      <td>40.17</td>\n",
       "      <td>0.998568</td>\n",
       "      <td>238.3</td>\n",
       "      <td>257.468271</td>\n",
       "      <td>-0.053490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>99.84</td>\n",
       "      <td>125.0</td>\n",
       "      <td>124.00</td>\n",
       "      <td>98.95</td>\n",
       "      <td>34.93</td>\n",
       "      <td>0.998161</td>\n",
       "      <td>280.1</td>\n",
       "      <td>147.885765</td>\n",
       "      <td>-0.060620</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      ],
      "text/plain": [
       "      mh     mH      mA    mch     tb       cba  m12_2       cross       sba\n",
       "0  98.73  125.0  107.10  97.95  20.80  0.994937  460.2  200.634144 -0.100500\n",
       "1  96.59  125.0  109.50  96.18  35.85  0.998507  257.9  200.670972 -0.054629\n",
       "2  97.50  125.0   94.74  96.78  20.48  0.995376  456.2  258.684314 -0.096050\n",
       "3  97.93  125.0   94.84  97.88  40.17  0.998568  238.3  257.468271 -0.053490\n",
       "4  99.84  125.0  124.00  98.95  34.93  0.998161  280.1  147.885765 -0.060620"
      ]
     },
     "execution_count": 89,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_final"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0c49ccbd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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